Run
8460487

Run 8460487

Task 145979 (Supervised Classification) spambase Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1832
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size314
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.687019628495909
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2615.5336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2335
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.0152
UserCPU time millis
113.643
UserCPU time millis testing
9.105
UserCPU time millis training
104.538